No lens will help with the noise at any given ISO level. However, lenses with wide apertures (low f-stop numbers) let in more light, so they let you take pictures at lower ISO levels.
Let's say that you are taking a picture with a lens that has a minimum aperture of f/5.6 and the ISO is set to 1600. You can get the same picture with the same shutter speed using an f/4 lens with the ISO at 800. With an f/2.8 lens, you can use ISO 400. With an f/2 lens, you can use ISO 200. With an f/1.4 lens, that drops down to ISO 100.
The one limitation to this approach (other than the cost and size of lenses with wide apertures) is that the lower f-stop number will also result in shallower depth-of-field. That means that stuff that isn't exactly the same distance as what you focused on will look blurrier the lower you adjust the f-stop. For some pictures, that makes them look better. For others, it's a problem.
One piece of advice that I also hear about noise at high ISO levels is to "expose to the right." That means to purposely exposure your picture as bright as possible without overexposing it and then adjust the exposure back down on your computer. That works in that there is less noise for things that are almost (but not quite) overexposed. The problem is that it requires either a wider aperture or a slower shutter speed. If you can use a wider aperture or a slower shutter speed, do that instead of increasing your ISO.